A Library for Support Vector Machines

Known as: LIBLINEAR, LibSVM 
LIBSVM and LIBLINEAR are two popular open source machine learning libraries, both developed at the National Taiwan University and both written in C… (More)
Wikipedia

Related topics

Related topics

16 relations
C++Coordinate descentGATEJava
(More)

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2015
2015
Time Complexity Analysis of Support Vector Machines (SVM) in LibSVM
Support Vector Machines (SVM) is one of machine learning methods that can be used to perform classification task. Many… (More)
Is this relevant?
Highly Cited
2011
Highly Cited
2011
LIBSVM: A library for support vector machines
LIBSVM is a library for Support Vector Machines (SVMs). We have been actively developing this package since the year 2000. The… (More)
  • figure 1
  • figure 2
Is this relevant?
Highly Cited
2011
Highly Cited
2011
GPU acceleration for support vector machines
This paper presents a GPU-assisted version of the LIBSVM library for Support Vector Machines. SVMs are particularly popular for… (More)
  • figure 1
  • figure 2
  • figure 3
Is this relevant?
Highly Cited
2008
Highly Cited
2008
LIBLINEAR: A Library for Large Linear Classification
LIBLINEAR is an open source library for large-scale linear classification. It supports logistic regression and linear support… (More)
  • figure 1
  • table 1
  • figure 2
Is this relevant?
Highly Cited
2008
Highly Cited
2008
Fast support vector machine training and classification on graphics processors
Recent developments in programmable, highly parallel Graphics Processing Units (GPUs) have enabled high performance… (More)
  • table 1
  • table 2
  • figure 1
  • figure 2
  • table 3
Is this relevant?
Highly Cited
2006
Highly Cited
2006
Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems
A parallel software for solving the quadratic program arising in training Support Vector Machines for classification problems is… (More)
  • figure 1
  • figure 2
  • table 1
  • table 2
  • figure 3
Is this relevant?
Highly Cited
2005
Highly Cited
2005
LIBSVM: a library for support vector machines
 
Is this relevant?
Highly Cited
2003
Highly Cited
2003
The support vector machine under test
Support vector machines (SVMs) are rarely benchmarked against other classi1cation or regression methods. We compare a popular SVM… (More)
  • table 1
  • table 2
  • table 3
  • table 4
  • table 5
Is this relevant?
2002
2002
Benchmarking Support Vector Machines
Support Vector Machines (SVMs) are rarely benchmarked against other classification or regression methods. We compare a popular… (More)
  • table 1
  • table 2
  • table 3
  • table 4
  • table 5
Is this relevant?
Highly Cited
2001
Highly Cited
2001
LIBSVM : A Library for SVM
 
Is this relevant?